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      name:  <unnamed>
       log:  /Users/Jeff/Dropbox/TermLimits/Replication/Models/IndexEmpirical/Conditional/Region/PredictedValues.log
  log type:  text
 opened on:  12 Nov 2016, 20:48:27

. cd "/Users/Jeff/Dropbox/TermLimits/Replication/Models/IndexEmpirical/Conditional/Region";
/Users/Jeff/Dropbox/TermLimits/Replication/Models/IndexEmpirical/Conditional/Region

. **************************************************************;
. *Author: Jeff Carter                                         *;
. *Date: Friday, May 15, 2015                            *;
. *Purpose: Simulating Predictions                *;
. **************************************************************;
. use "/Users/Jeff/Dropbox/TermLimits/Replication/Models/IndexEmpirical/Conditional/Region/SimData.dta";

. postutil clear;

. postfile mypost prob_hat0 lo0 hi0 prob_hat1 lo1 hi1 diff_hat0 diff_lo0 diff_hi0
>                 prob_hat01 lo01 hi01 prob_hat11 lo11 hi11 diff_hat01 diff_lo01 diff_hi01
>                 delta_hat delta_lo delta_hi using PredictedValues, replace;
(note: file PredictedValues.dta not found)

. noisily display "start";
start

. local a=-1 ;

. while `a' < 4 { ;
  2. {;
  3.  scalar h_Accountable = 0    ;
  4. scalar h_LameDuck=   1 ;
  5. scalar h_Civilian = 0 ;
  6. scalar h_Military =  1;
  7. scalar h_Constant = 1;
  8. scalar h_Parliament = 0;
  9. scalar h_CivilWar = 0;
 10. scalar h_GDPpc = 9445.593;
 11. scalar h_Growth = .0201577;
 12. scalar h_MajorPower = 0;
 13. scalar h_Borders = 2;
 14. scalar h_Mobilization = -.0089829 ;
 15. scalar h_Time = 5;
 16.  scalar h_Female =0 ;
 17.  scalar h_Rivalry = 0 ;
 18. generate x_betahat0 = MG_b1*h_Accountable
>     + MG_b2*`a'
>     + MG_b3*(h_Accountable*`a')
>     + MG_b4*h_Rivalry
>     + MG_b5*h_Borders
>     + MG_b6*h_Parliament
>     + MG_b7*h_Female 
>     + MG_b8*h_Time 
>     + MG_b9*(h_Time^2)
>     + MG_b10*(h_Time^3);
 19. generate x_betahat1 = MG_b1* h_LameDuck
>     + MG_b2*`a'
>     + MG_b3*(h_LameDuck*`a')
>     + MG_b4*h_Rivalry
>     + MG_b5*h_Borders
>     + MG_b6*h_Parliament
>     + MG_b7*h_Female 
>     + MG_b8*h_Time 
>     + MG_b9*(h_Time^2)
>     + MG_b10*(h_Time^3);
 20. gen prob0=1/(1+exp(-x_betahat0));
 21. gen prob1=1/(1+exp(-x_betahat1));
 22.  gen diff0=prob1-prob0 ;
 23. egen probhat0=mean(prob0) ;
 24. egen probhat1=mean(prob1) ;
 25. egen diffhat0=mean(diff0) ;
 26. generate x_betahat01 =   MG_b1*h_Accountable
>     + MG_b2*`a'
>     + MG_b3*(h_Accountable*`a')
>     + MG_b4*h_Rivalry
>     + MG_b5*h_Borders
>     + MG_b6*h_Parliament
>     + MG_b7*h_Female 
>     + MG_b8*h_Time 
>     + MG_b9*(h_Time^2)
>     + MG_b10*(h_Time^3);
 27.  generate x_betahat11 =   MG_b1* h_LameDuck
>     + MG_b2*`a'
>     + MG_b3*(h_LameDuck*`a')
>     + MG_b4*h_Rivalry
>     + MG_b5*h_Borders
>     + MG_b6*h_Parliament
>     + MG_b7*h_Female 
>     + MG_b8*h_Time 
>     + MG_b9*(h_Time^2)
>     + MG_b10*(h_Time^3);
 28. gen prob01=1/(1+exp(-x_betahat01));
 29. gen prob11=1/(1+exp(-x_betahat11));
 30. gen diff01=prob11-prob01 ;
 31. egen probhat01=mean(prob01) ;
 32. egen probhat11=mean(prob11) ;
 33. egen diffhat01=mean(diff01) ;
 34. gen delta=diff01-diff0;
 35. egen deltahat=mean(delta);
 36. tempname prob_hat0 lo0 hi0 prob_hat1 lo1 hi1 diff_hat0 diff_lo0 diff_hi0
>          prob_hat01 lo01 hi01 prob_hat11 lo11 hi11 diff_hat01 diff_lo01 diff_hi01
>          delta_hat delta_lo delta_hi;
 37.     _pctile prob0, p(2.5,97.5) ;
 38.     scalar `lo0'=r(r1) ;
 39.     scalar `hi0'=r(r2) ;
 40.     _pctile prob1, p(2.5,97.5) ;
 41.     scalar `lo1'=r(r1) ;
 42.     scalar `hi1'=r(r2) ;
 43.     _pctile diff0, p(2.5,97.5) ;
 44.     scalar `diff_lo0'= r(r1) ;
 45.     scalar `diff_hi0'=r(r2) ;
 46.     scalar `prob_hat0'=probhat0 ;
 47.     scalar `prob_hat1'=probhat1 ;
 48.     scalar `diff_hat0'=diffhat0 ;
 49.        _pctile prob01, p(2.5,97.5) ;
 50.     scalar `lo01'=r(r1) ;
 51.     scalar `hi01'=r(r2) ;
 52.     _pctile prob11, p(2.5,97.5) ;
 53.     scalar `lo11'=r(r1) ;
 54.     scalar `hi11'=r(r2) ;
 55.     _pctile diff01, p(2.5,97.5) ;
 56.     scalar `diff_lo01'= r(r1) ;
 57.     scalar `diff_hi01'=r(r2) ;
 58.     scalar `prob_hat01'=probhat01 ;
 59.     scalar `prob_hat11'=probhat11 ;
 60.     scalar `diff_hat01'=diffhat01 ;
 61.     _pctile delta, p(2.5,97.5) ;
 62.     scalar `delta_lo'= r(r1) ;
 63.     scalar `delta_hi'=r(r2) ;
 64.     scalar `delta_hat'=deltahat;
 65.     post mypost (`prob_hat0') (`lo0') (`hi0') (`prob_hat1') (`lo1') (`hi1') (`diff_hat0') (`diff_lo0') (`diff_hi0')
>                 (`prob_hat01') (`lo01') (`hi01') (`prob_hat11') (`lo11') (`hi11') (`diff_hat01') (`diff_lo01') (`diff_hi0
> 1')
>                 (`delta_hat') (`delta_lo') (`delta_hi')
> 
>     ;
 66.     } ;
 67.     drop    x_betahat0 x_betahat1 prob0 prob1 diff0 probhat0 probhat1 diffhat0
>             x_betahat01 x_betahat11 prob01 prob11 diff01 probhat01 probhat11 diffhat01
>             delta deltahat;
 68.     local a=`a'+ 1 ;
 69.     display "." _c ;
 70.     } ;
.....
. display "" ;


.  postclose mypost ;

. use PredictedValues, clear;

. gen ruler = _n ;

. sum;

    Variable |       Obs        Mean    Std. Dev.       Min        Max
-------------+--------------------------------------------------------
   prob_hat0 |         5      .37707    .0703278   .2906569   .4679394
         lo0 |         5    .2648982    .0353651   .2081267   .2933435
         hi0 |         5    .4966203    .1073769   .3833692   .6464395
   prob_hat1 |         5    .1852348    .1028706   .0767877   .3331871
         lo1 |         5    .0848279    .0430837   .0294835   .1357449
-------------+--------------------------------------------------------
         hi1 |         5    .3241594    .1758675   .1603388   .5886637
   diff_hat0 |         5   -.1918351    .0350124  -.2188725  -.1347523
    diff_lo0 |         5   -.3217482    .0243096  -.3617921   -.300658
    diff_hi0 |         5   -.0544196     .101848  -.1296257   .1139553
  prob_hat01 |         5      .37707    .0703278   .2906569   .4679394
-------------+--------------------------------------------------------
        lo01 |         5    .2648982    .0353651   .2081267   .2933435
        hi01 |         5    .4966203    .1073769   .3833692   .6464395
  prob_hat11 |         5    .1852348    .1028706   .0767877   .3331871
        lo11 |         5    .0848279    .0430837   .0294835   .1357449
        hi11 |         5    .3241594    .1758675   .1603388   .5886637
-------------+--------------------------------------------------------
  diff_hat01 |         5   -.1918351    .0350124  -.2188725  -.1347523
   diff_lo01 |         5   -.3217482    .0243096  -.3617921   -.300658
   diff_hi01 |         5   -.0544196     .101848  -.1296257   .1139553
   delta_hat |         5           0           0          0          0
    delta_lo |         5           0           0          0          0
-------------+--------------------------------------------------------
    delta_hi |         5           0           0          0          0
       ruler |         5           3    1.581139          1          5

. saveold PredictedValues, replace;
file PredictedValues.dta saved

. log close;
      name:  <unnamed>
       log:  /Users/Jeff/Dropbox/TermLimits/Replication/Models/IndexEmpirical/Conditional/Region/PredictedValues.log
  log type:  text
 closed on:  12 Nov 2016, 20:48:28
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